Data Analysis Courses and Certifications

Advanced Google Analytics

15 reviews

Learn advanced data collection, configuration, analysis techniques, and marketing strategies for Google Analytics to gain deeper insights into website traffic and user behavior.

• Independent
• On-Demand
• Free Certificate

Quantitative Methods

7 reviews

Explore quantitative research methods in social sciences, focusing on scientific principles, research designs, measurement, sampling, and ethics. Gain skills to distinguish between solid research and flawed studies.

• Coursera
• 30 hours
• On-Demand
• Free Online Course (Audit)

Mastering Data Analysis in Excel

27 reviews

Learn data analysis using Excel, focusing on predictive modeling, uncertainty quantification, and practical business applications. Gain skills in binary classification, information theory, and linear regression.

• Coursera
• 21 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

NPTEL;  National Institute of Epidemiology

Health Research Fundamentals

11 reviews

Learn essential health research methods, from study design to data analysis, ethics, and protocol development for effective medical investigations.

• YouTube
• 8 hours
• On-Demand
• Free Video

Bayesian Statistics: From Concept to Data Analysis

10 reviews

Explore Bayesian statistics from probability basics to data analysis, comparing it with frequentist approaches. Learn to implement Bayesian methods for various data types using Excel or R.

• Coursera
• 11 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to R

8 reviews

Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

MathWorks

MATLAB Onramp

11 reviews

Hands-on introduction to MATLAB programming, covering basic commands, data manipulation, plotting, and problem-solving techniques for scientific computing and data analysis.

• MATLAB Academy
• 2 hours
• On-Demand
• Free Certificate

Data Analysis: Take It to the MAX()

12 reviews

Enhance your data analysis skills using spreadsheets and data visualization. Increase your productivity and make better business decisions.

• edX
• 8 weeks, 4-6 hours a week
• Finished
• Free Online Course (Audit)

UT.7.01x: Foundations of Data Analysis

8 reviews

Explore statistical thinking using R to analyze real-world datasets. Learn descriptive statistics, modeling, and inferential tests to answer intriguing questions about various topics.

• edX
• 13 weeks, 3-6 hours a week
• Finished
• Free Online Course (Audit)

Econometrics: Methods and Applications

7 reviews

Learn to analyze economic data using regression models, handle endogeneity, binary choice, and time series data. Gain practical skills in forecasting and decision-making across various business fields.

• Coursera
• 2 days 18 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Simon Sez IT

Data Cleaning in Excel - Text Functions and Power Query

8 reviews

Learn essential data cleaning techniques in Excel using text functions and Power Query. Master importing, formatting, and manipulating data for accurate analysis and improved efficiency.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Pattern Discovery in Data Mining

21 reviews

Explore data mining concepts, methodologies, and applications, focusing on pattern discovery. Learn scalable methods for massive transactional data, evaluation measures, and techniques for mining diverse patterns.

• Coursera
• 17 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Core Concepts in Data Analysis

7 reviews

Explore data analysis through summarization and correlation, covering visualization, 1D/2D analysis, multivariate correlations, principal components, and clustering using practical examples and modern techniques.

• Coursera
• Finished
• Free Online Course (Audit)

Intro to SQL

8 reviews

Learn SQL for working with databases, using Google BigQuery.

• Kaggle
• 3 hours
• On-Demand
• Free Certificate

Data Analysis for Social Scientists

13 reviews

Learn methods for harnessing and analyzing data to answer questions of cultural, social, economic, and policy interest.

• edX
• 11 weeks, 12-14 hours a week
• Finished
• Free Online Course (Audit)